Active Learning-based Isolation Forest (ALIF): Enhancing Anomaly Detection in Decision Support Systems.
Elisa MarcelliTommaso BarbariolGian Antonio SustoPublished in: CoRR (2022)
Keyphrases
- decision support system
- anomaly detection
- active learning
- network intrusion detection
- intrusion detection
- detecting anomalies
- decision support
- network traffic
- decision makers
- anomalous behavior
- decision making
- one class support vector machines
- unsupervised anomaly detection
- expert systems
- supervised learning
- management system
- case based reasoning
- risk management
- data warehouse
- semi supervised
- intrusion detection system
- unsupervised learning
- learning algorithm
- behavior analysis
- detecting anomalous
- network intrusion
- support systems
- network anomaly detection
- machine learning
- network security
- transfer learning
- learning process
- medical decision support systems
- detect anomalies
- data mining
- real world
- negative selection algorithm
- feature space
- cost sensitive
- training set